Jk

J. kang

1 records found

Fairness in Collaborative Filtering Recommender Systems

A Comparative Analysis of Trade-offs Across Model Architectures

Recommender systems personalize content by predicting user preferences, but this often results in unequal treatment of users and items—for example, some users may receive lower-quality recommendations, while niche items remain underexposed. Although fairness-enhancing interventio ...